DEEP LEARNING FOR DEVELOPERS

This covers concepts of Neural Networks and Deep Learning in simple terms, with minimal theory and math. Then, through code-level demos based on Apache MXNet, we're building, training and using models based on different types of networks.

RACIAL BIAS IN FACIAL RECOGNITION SOFTWARE

This talk will cover the basics of facial recognition and the importance of having diverse datasets when building out a model. We’ll explore racial bias in datasets using real world examples and cover a use case for developing an OpenFace model.

DATAFY ALL THE THINGS

This session empower you to curate & create your own data sets. You’ll learn how to parse unstructured text, harvest data from interesting websites and public APIs and about capturing and dealing with sensor data.

Through use cases and examples, we will discuss the different fake news detection approaches from feature extraction to model construction. We will focus on how to leverage NLP to characterize and extract discriminative features of fake news.

EFFECTIVE TRANSFER LEARNING FOR NLP

In this talk, we explore parameter and data efficient mechanisms for transfer learning on text, and show practical improvements on real-world tasks. We demo the use of Enso, a newly open-sourced library designed to simplify transfer learning.

Interpreting Predictions from Complex Models

With large modern datasets the best accuracy is often achieved by complex models even experts struggle to interpret. Here, we present a unified framework for interpreting predictions, namely SHAP (SHapley Additive exPlanations)

Machine Learning For Beginners

Artificial Intelligence, the one skill you need for future success

Learn from the Best. Attend ODSC and Accelerate AI in Person!

These talks are just a small part of the incredible content you get
at an Accelerate AI or an ODSC conference. You get unparalleled talks and access to the best
speakers in the world of AI, incredible networking opportunities, and an overall unforgettable
experience. Don’t just view it, live it! Save 50% off until October 7th